Introduction to clustering models by using R and tidymodels

Module
8 Units

Beginner

Developer

Data Scientist

Student

Azure

Get an introduction to clustering models. Clustering is the process of grouping objects with similar objects.

Learning objectives

When to use clustering models
How to train and evaluate clustering models by using the tidymodels framework

Prerequisites

Knowledge of basic mathematics
Some experience programming in R

Introduction min
What is clustering? min
Exercise - Train and evaluate a clustering model min
Evaluate different types of clustering min
Exercise - Train and evaluate advanced clustering models min
Knowledge check min
Challenge - Clustering min
Summary min